McCoy, Thomas H.

How machine-learning recommendations influence clinician treatment selections: the example of antidepressant selection

Jacobs, M., Pradier, M. F., McCoy, T. H., Perlis, R. H., Doshi-Velez, F., & Gajos, K. Z. (2021) · Translational Psychiatry

Artificial Intelligence in Healthcare and EducationExplainable Artificial Intelligence (XAI)

Cited by 247

Designing AI for Trust and Collaboration in Time-Constrained Medical Decisions: A Sociotechnical Lens

Jacobs, M., He, J., F. Pradier, M., Lam, B., Ahn, A. C., McCoy, T. H., Perlis, R. H., Doshi-Velez, F., & Gajos, K. Z. (2021) · Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

Artificial Intelligence in Healthcare and EducationElectronic Health Records Systems

Cited by 177

Improving Prediction of Suicide and Accidental Death After Discharge From General Hospitals With Natural Language Processing

McCoy, T. H., Castro, V. M., Roberson, A. M., Snapper, L. A., & Perlis, R. H. (2016) · JAMA Psychiatry

Suicide and Self-Harm StudiesMental Health via Writing

Cited by 130

Stratifying Risk for Renal Insufficiency Among Lithium-Treated Patients: An Electronic Health Record Study

Castro, V. M., Roberson, A. M., McCoy, T. H., Wiste, A., Cagan, A., Smoller, J. W., Rosenbaum, J. F., Ostacher, M., & Perlis, R. H. (2016) · Neuropsychopharmacology

Bipolar Disorder and TreatmentSchizophrenia research and treatment

Cited by 90

Temporal trends and characteristics of reportable health data breaches, 2010-2017

McCoy, T. H., & Perlis, R. H. (2018) · JAMA

Thoreau and American LiteratureElectronic Health Records Systems

Cited by 62

Stratifying Risk for Postpartum Depression at Time of Hospital Discharge

Clapp, M. A., Castro, V. M., Verhaak, P., McCoy, T. H., Shook, L. L., Edlow, A. G., & Perlis, R. H. (2025) · American Journal of Psychiatry

Maternal Mental Health During Pregnancy and PostpartumMaternal and Perinatal Health Interventions

Cited by 16

Preserving Patient Confidentiality as Data Grow: Implications of the Ability to Reidentify Physical Activity Data

McCoy, T. H., & Hughes, M. C. (2018) · JAMA Network Open

Privacy-Preserving Technologies in DataThoreau and American Literature

Cited by 13

Reasoning language models for more transparent prediction of suicide risk

McCoy, T. H., & Perlis, R. H. (2025) · BMJ Mental Health

Suicide and Self-Harm StudiesMachine Learning in Healthcare

Cited by 8